Alberto Maria Metelli
Orcid: 0000-0002-3424-5212
According to our database1,
Alberto Maria Metelli
authored at least 57 papers
between 2017 and 2024.
Collaborative distances:
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Bibliography
2024
CoRR, 2024
CoRR, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IWDA: Importance Weighting for Drift Adaptation in Streaming Supervised Learning Problems.
IEEE Trans. Neural Networks Learn. Syst., October, 2023
Expert Syst. Appl., August, 2023
An Option-Dependent Analysis of Regret Minimization Algorithms in Finite-Horizon Semi-Markov Decision Processes.
CoRR, 2023
CoRR, 2023
On the Relation between Policy Improvement and Off-Policy Minimum-Variance Policy Evaluation.
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Distributional Policy Evaluation: a Maximum Entropy approach to Representation Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the IEEE Information Theory Workshop, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Wasserstein Actor-Critic: Directed Exploration via Optimism for Continuous-Actions Control.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Frontiers in Artificial Intelligence and Applications 361, IOS Press, ISBN: 978-1-64368-363-8, 2022
A unified view of configurable Markov Decision Processes: Solution concepts, value functions, and operators.
Intelligenza Artificiale, 2022
Optimizing Empty Container Repositioning and Fleet Deployment via Configurable Semi-POMDPs.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Storehouse: a Reinforcement Learning Environment for Optimizing Warehouse Management.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the ECML/PKDD Workshop on Meta-Knowledge Transfer, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems.
Mach. Learn., 2021
Safe Policy Iteration: A Monotonically Improving Approximate Policy Iteration Approach.
J. Mach. Learn. Res., 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Subgaussian and Differentiable Importance Sampling for Off-Policy Evaluation and Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Combining reinforcement learning with rule-based controllers for transparent and general decision-making in autonomous driving.
Robotics Auton. Syst., 2020
Intelligenza Artificiale, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017